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20212026
most citedMLOps Challenges in Multi-Organization Setup: Experiences from Two Real-World Cases

40 citations · 137 across the 27 of their papers we have counts for

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9 papers · 1 filter

cs.SE2026

Realization Divergence in Multi-Provider Quantum Computing: A Pre-Registered Study of What Survives Measurement

Jouni Peltonen, Vlad Stirbu, Tommi Mikkonen

Quantum programs pass through compilers, transpilers and vendor services before execution. However, the distance between what was written and what runs is rarely measured. We call…

cs.RO2026

Agentic RSR: Real-to-Sim-to-Real through Scene Reconstruction and Execution-Grounded Robot Policies

Yihan Li, Yating Feng, Shengjiu Sun +7

A simulation of a real robot workspace must preserve task-relevant interactions, while policies developed in it must operate on observations available to the real robot. Yet scene…

quant-ph2026

Qlippy: A Retrieval-Augmented GenAI Assistant for Reproducible Quantum Workflows and Experiment Tracking

Mahee Gamage, Vlad Stirbu

Quantum software development is iterative and error-prone. Noisy hardware and repeated re-execution make experiment tracking, provenance, and reproducibility essential, yet these p…

quant-ph2026

Toward Standardized Quantum Provenance: A Cross-Provider Analysis, Unified API, and Reference Prototype

Jouni Peltonen, Vlad Stirbu, Tommi Mikkonen +1

Quantum software development requires provenance describing programs, compilation, execution, hardware characterization, results, and software environments, but providers expose th…

quant-ph2026

Catching Transpilation Drift with a CI/CD Workflow in Quantum Software Development

Jouni Peltonen, Otso Kinanen, Vlad Stirbu

Quantum software workflows rely on compiler and provider toolchains that evolve independently of application source code. Consequently, an unchanged quantum circuit may transpile i…

quant-ph2026

Observing the Quantum Compiler through Automatic Experiment Tracking for Qiskit

Vlad Stirbu, Arianne Meijer van de Griend

Understanding the effectiveness of quantum compilation techniques requires visibility into the entire transpilation process, not just the final circuit metrics. This demonstration…

quant-ph2026

Systematic Experiment Tracking in Quantum Software: A Case Study of Reservoir Computing with Error Mitigation

Otso Kinanen, Valter Uotila, Vlad Stirbu

Quantum computers are more widely available than ever, making the field more accessible and widespread. Practitioners are coming from a wide range of domains, conducting experiment…

cs.SE2026

Navigating the Socio-Technical Complexity Challenge in Quantum Software Ecosystems

Ronja Heikkinen, Santiago Núñez-Corrales, Vlad Stirbu

Quantum computing environments are composed of heterogeneous layers spanning hardware, software development kits, and applications. Practitioners curating these environments face a…

cs.SE2026

Shift-Up: A Framework for Software Engineering Guardrails in AI-native Software Development -- Initial Findings

Petrus Lipsanen, Liisa Rannikko, François Christophe +3

Generative AI (GenAI) is reshaping software engineering by shifting development from manual coding toward agent-driven implementation. While vibe coding promises rapid prototyping,…